Skip to content

Four-code scheme for coding self-initiated SRL processes by type and accuracy

Research Method · All research methods
Evidence · 1 claim (1 for) · 1 study (1 associational), q2 · 1 of 1 report an effect size · 1 claim rests on one study

Description

For sequence mining, the authors coded every self-initiated SRL behavior from log files into "separate codes (see Table 1) of behaviors, which contained two separate elements, with four codes in total (2 × 2)": cognitive-high accuracy, cognitive-low accuracy, metacognitive-high accuracy, metacognitive-low accuracy. Accuracy was defined per strategy: notes scored via Latent Semantic Analysis against content (50% similarity threshold), summaries by key words and length on first attempt, judgments of learning and feelings of known via a coding scheme relating ratings to page-quiz performance, and monitoring progress toward goals via a 60% quiz threshold. This allowed sequences to be analyzed by both process type and accuracy.

Accounts

  • Four-code scheme for coding self-initiated SRL processes by type (cognitive vs. metacognitive) and accuracy (high vs. low): For sequence mining, the authors coded every self-initiated SRL behavior from log files into "separate codes (see Table 1) of behaviors, which contained two separate elements, with four codes in total (2 × 2)": cognitive-high accuracy, cognitive-low accuracy, metacognitive-high accuracy, metacognitive-low accuracy. Accuracy was defined per strategy: notes scored via Latent Semantic Analysis against content (50% similarity threshold), summaries by key words and length on first attempt, judgments of learning and feelings of known via a coding scheme relating ratings to page-quiz performance, and monitoring progress toward goals via a 60% quiz threshold. This allowed sequences to be analyzed by both process type and accuracy. (Taub et al. (2019))

Claims

-

Key Sources

  • Taub, M., & Azevedo, R. (2019). How Does Prior Knowledge Influence Eye Fixations and Sequences of Cognitive and Metacognitive SRL Processes during Learning with an Intelligent Tutoring System? Int J Artif Intell Educ (2019) 29:1-28. https://doi.org/10.1007/s40593-018-0165-4
Page metadata
Field Value
type research-method
id four-code-scheme-for-coding-self-initiated-srl-processes-by-type-and-accuracy
title Four-code scheme for coding self-initiated SRL processes by type and accuracy
description For sequence mining, the authors coded every self-initiated SRL behavior from log files into "separate codes (see Table 1) of behaviors, which contained two separate elements, with four codes in total (2 × 2)": cognitive-high accuracy, cognitive-low accuracy, metacognitive-high accuracy, metacogniti
status review
generated by process:settle-candidates on 2026-10-28
trust unverified — no one has confirmed this page's content

Frontmatter is the page's machine-readable record — see the Schema & Guide.